"robustness analysis" Papers
7 papers found
Scaling Data-Driven Probabilistic Robustness Analysis for Semantic Segmentation Neural Networks
Navid Hashemi, Samuel Sasaki, Ipek Oguz et al.
NeurIPS 2025poster
SynTSBench: Rethinking Temporal Pattern Learning in Deep Learning Models for Time Series
Qitai Tan, Yiyun Chen, Mo Li et al.
NeurIPS 2025oralarXiv:2510.20273
Attribution-based Explanations that Provide Recourse Cannot be Robust
Hidde Fokkema, Rianne de Heide, Tim van Erven
ICML 2024poster
Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations
Yongshuo Zong, Tingyang Yu, Ruchika Chavhan et al.
ICML 2024poster
How Smooth Is Attention?
Valérie Castin, Pierre Ablin, Gabriel Peyré
ICML 2024poster
Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training
Lin Lu, Chenxi Dai, Wangcheng Tao et al.
ICML 2024poster
Robustness of Nonlinear Representation Learning
Simon Buchholz, Bernhard Schölkopf
ICML 2024poster